MCP Servers Directory

Pulls current, version-pinned library docs into context so the model stops citing old APIs.

Drives a real browser through the accessibility tree — clicks, forms, assertions.

Issues, pull requests, code search, Actions and releases across your GitHub org.

Builds a queryable knowledge graph from your documents and past conversations.

Breaks a PRD into tracked engineering tasks that agents work through in order.

Symbol-level code retrieval and editing via language servers, instead of whole-file dumps.

Creates and edits Blender scenes, materials and renders from a prompt.

Google's open-source server fronting Postgres, MySQL, Spanner, BigQuery and more.

Turns a Figma frame into layout and style data a coding agent can implement from.

Decompile, rename and annotate binaries inside IDA Pro from an agent.

Drives Ghidra's decompiler and symbol database for reverse engineering.

Build from source — see the repository for setup.

AWS Labs' suite: API access, docs, CDK, cost analysis and per-service servers.

Terminal commands, file search and surgical diff edits on your local machine.

Remote server that serves any public GitHub repo's docs and code as context.

Scrape, crawl and search the web with JavaScript rendering and markdown output.

Automates your own logged-in Chrome through an extension, keeping your session.

Build, run and test iOS and macOS projects, including simulator control.

Search your WhatsApp history and send messages through a local bridge.

Build from source — see the repository for setup.

Drives real iOS and Android devices, emulators and simulators for UI automation.

Jira issues and Confluence pages for both Cloud and Data Center.

Searches a library of React and Tailwind components and generates new UI from a prompt.

Launch the Godot editor, run projects and read back debug output.

Neural web search and crawling built for retrieval rather than blue links.

Search, read, create and update Notion pages and databases.

25+ AntV chart types rendered as images or specs.

Read and edit an Obsidian vault through the Local REST API plugin.

Read, write and format .xlsx workbooks without Excel installed.

Indexes a codebase into a graph so an agent can follow call and import edges.

Hosted servers for Workers bindings, observability, Radar, browser rendering and docs.

One CLI and MCP server for driving both iOS and Android devices.

Scene, asset and play-mode control inside the Unity editor.

Long-term memory kept as plain markdown files you can read and edit yourself.

Microsoft's catalogue of official servers, including the Azure MCP Server.

Query dashboards, Prometheus and Loki data, and inspect alert rules.

One server for Postgres, MySQL, SQL Server, MariaDB and SQLite.

Postgres access plus index tuning and EXPLAIN-based performance analysis.

Search arXiv, download papers and read them section by section.

Gmail, Calendar, Drive, Docs, Sheets, Slides, Forms and Tasks in one server.

Source, demos and install steps for shadcn/ui components in React, Svelte and Vue.

Converts PDFs, Office files, images and pages into markdown.

Query the database, manage branches, run migrations and read logs in Supabase.

Decompiled Android sources from JADX, exposed for analysis.

Build from source — see the repository for setup.

Proxy-backed retrieval of pages that block ordinary scrapers.

Answers with live citations through Perplexity's Sonar API.

Runs thousands of prebuilt Apify Actors for social, maps and e-commerce data.

Search, extract, map and crawl endpoints designed for agent workflows.

Fundamentals, prices and filings from the Financial Datasets API.

Build from source — see the repository for setup.

Task planning with dependencies, reflection steps and progress tracking.

Inspect and interact with a running iOS simulator: taps, screenshots, UI tree.

Schema inspection and read-only queries against MySQL.

Timeline, media pool and colour operations in DaVinci Resolve.

Work items, repos, pipelines and test plans in Azure DevOps.

Kubernetes and OpenShift resource management without shelling out to kubectl.

Read channels and DMs and post messages without installing a Slack app.

Payments, customers, subscriptions and Stripe docs search.

Go-to-definition, references, rename and diagnostics through any LSP server.

Build from source — see the repository for setup.

kubectl-style cluster operations: pods, logs, deployments, port-forwards.

Text to speech, voice cloning, dubbing and transcription.

Registry search for providers and modules plus Terraform workflow support.

Store and semantically search vectors in Qdrant as an agent memory layer.

Keyless web search and page fetching through DuckDB search endpoints.

Publishes and subscribes to ROS topics to drive real or simulated robots.

Read chats, manage groups and send messages as your Telegram account.

Independent web, news, image and local search through the Brave index.

Adds speech in and out, so you can talk to a coding agent hands-free.

Execute cells and read outputs in a live Jupyter notebook.

Token-efficient documentation search across public and private libraries.

Campaign, ad set and creative performance across Facebook and Instagram ads.

Search through your own SearXNG instance, so queries never leave your network.

Fetches JavaScript-heavy pages with headless Playwright and returns clean text.

Database, auth, storage and cloud functions on Tencent CloudBase.

Cypher queries, schema modelling and Aura instance management for Neo4j.

Create and edit Google Sheets and the Drive files that hold them.

Editor actions inside IntelliJ, PyCharm, WebStorm and other JetBrains IDEs.

Cross-repository code research: GitHub search, AST patterns and packed context.

Navigates large OpenAPI specs so an agent can call an API without the full schema.

Build from source — see the repository for setup.

Mail, calendar, files and Excel across Microsoft 365 via Graph.

Run analytical SQL against ClickHouse and inspect table schemas.

Goal-driven browser agent: describe the task, it navigates and fills forms.

Pull Sentry issues, stack traces and release health into an agent session.

Exposes Next.js build, route and error information to a coding agent.

Search NixOS packages, options and Home Manager settings.

Cloud browsers with stealth mode, proxies and session recording.

Browse subreddits, read threads and analyse users without an API key.

REPL-driven Clojure editing — evaluate forms, then edit structurally.

Build from source — see the repository for setup.

Send and manage messages through a LINE Official Account.

Manage containers, images, volumes and networks on a Docker host.

Places and manages MetaTrader 5 orders and reads account state.

Go implementation of filesystem access with configurable roots.

Build from source — see the repository for setup.

Renders Manim animations from generated scene code.

Build from source — see the repository for setup.

Deploy code or containers to Google Cloud Run and read deployment logs.

Create Neon projects and branches and run SQL against serverless Postgres.

Renders Mermaid diagrams to SVG or PNG from a description.

Unpack, inspect and rebuild APKs through Apktool.

Build from source — see the repository for setup.

Pull SonarQube code quality and security findings into an agent's context.

Control playback and search the Spotify catalogue.

Run dbt commands and query the semantic layer and model metadata.

Collections, embeddings and similarity search in a Chroma vector database.

Downloads transcripts for any YouTube video in a chosen language.

Document format conversion between markdown, DOCX, PDF and HTML via Pandoc.

Sends commands to your active iTerm session and reads the output back.

Executes commands on remote Linux hosts over SSH.

Clinical trials, variants and biomedical literature from PubMed, ClinVar and more.

Read, write and search Redis keys, hashes and vector indexes.

Loads a CSV and walks through exploratory analysis on it.

Pulls a YouTube video's subtitles so the model can summarise it.

Joins video meetings so an agent can listen, transcribe and take actions live.

Drives the VS Code debugger — breakpoints, stepping, variable inspection.

Build from source — see the repository for setup.

Run PromQL queries and explore metric metadata.

Analytical SQL over local DuckDB files or MotherDuck in the cloud.

Searches Airbnb listings and returns details and pricing.

Activities, segments and training stats from your Strava account.

Ad-free Kagi search plus summarisation and FastGPT answers.

Read and write Airtable bases, tables and records.

Deploys generated HTML to EdgeOne Pages and returns a public URL.

Read and post in Discord channels and manage server resources.

Build from source — see the repository for setup.

Android device control over adb: install, log, screenshot, shell.

SQLAlchemy-backed access to most relational databases, including Oracle and MSSQL.

Binary Ninja plugin exposing decompilation and analysis to an LLM client.

Build from source — see the repository for setup.

Semantic search over your local Apple Notes library.

Build from source — see the repository for setup.

Create and review Anki flashcards and decks from a conversation.

Places search, geocoding, directions and distance matrix from Google Maps.

Introspects a GraphQL schema and runs queries and mutations against it.

Create, complete and reschedule Todoist tasks in natural language.

Read, post and thread messages in Microsoft Teams channels.

Lets an agent read and edit files through a running VS Code window.

Build from source — see the repository for setup.

Balances, contract reads and transfers across EVM chains.

Ingests files, feeds and apps into a RAG index an agent can search.

Draws and edits pixel-art sprites through the Aseprite scripting API.

Build from source — see the repository for setup.

Queries BloodHound's graph for Active Directory attack paths.

Build from source — see the repository for setup.

Read and write Odoo ERP records with permission-gated access.

Mapbox geocoding, directions, isochrones and static map images.

Schema-driven knowledge graph memory, aimed at persistent world state.

Search, create and update Linear issues, projects and cycles.

Instant filename search on Windows through the Everything SDK.

Invoices, contacts and accounting reports in Xero.

Options chains, technicals and portfolio analysis for market research.

Runs Apple Shortcuts, bridging an agent to anything macOS can automate.

Inspect DOM, network and console in Firefox through the remote debugging protocol.

Local OpenCV image editing: crop, resize, detect, annotate.

SQL access and cluster metadata for the Apache Doris warehouse.

Query and send iMessages from the local macOS message database.

Query and control Home Assistant entities, scenes and automations.

Firefox extension pairing so an agent can drive tabs you already have open.

Build from source — see the repository for setup.

Selects the relevant slice of a repo to share with a model, rule by rule.

Search, index and cluster operations for Elasticsearch and OpenSearch.

Read and send keys to tmux panes so an agent can drive long-running sessions.

SQL orchestration, Cortex AI and object management inside Snowflake.

Query and edit Postman collections, environments and API specs.

Serves current docs.rs documentation for the crates your project actually uses.

Build from source — see the repository for setup.

Upload, search and cut video projects in Video Jungle.

Search Google Drive files and read or edit linked Sheets.

Query MongoDB collections and inspect document schemas.

Work items, cycles and projects in the open-source Plane tracker.

Disassembly, strings and binary analysis through radare2.

Build from source — see the repository for setup.

Turns markdown outlines into interactive mind maps.

Positioning, value-map and technical-writing frameworks as callable tools.

Runs several Google queries in parallel and merges the results.

Lets an agent write and verify Storybook stories for your components.

Crawls documentation sites into a vector store for grounded answers.

Generates ECharts visualisations from data an agent supplies.

Search Console impressions, clicks and query data for your sites.

Username reconnaissance across hundreds of public sites via Maigret.

Firestore documents, Auth users and Storage objects in one server.

Queries exported Apple Health data with DuckDB under the hood.

Hosts, triggers, items and problems across the Zabbix API.

Vector search and collection management for Milvus.

Search X/Twitter timelines and read tweets without the paid API.

Pull alerts and agent state from a Wazuh SIEM deployment.

Build from source — see the repository for setup.

Search Unsplash photos with filters for colour, size and orientation.

VS Code extension exposing find-usages, rename and other semantic actions.

Build from source — see the repository for setup.

Traces, evaluations and prompt data from the Opik LLM observability platform.

Geocoding, routing and nearby-place lookups from OpenStreetMap data.

Runs a multi-step research loop and returns a cited report.

Manage Docker and Kubernetes environments through a Portainer instance.

Query VictoriaMetrics series and inspect its configuration.

Search and create notes in the Bear app on macOS.

Bundles common offensive-security CLI tools behind one interface.

Build from source — see the repository for setup.

Notes and reusable prompts stored as GitHub Gists.

Line-oriented file edits that read and write only the ranges that change.

Query OpenTelemetry traces across Jaeger, Tempo and other backends.

Manage GTM containers, tags, triggers and variables.

Query and administer Meilisearch indexes conversationally.

Invoices, orders, subscriptions and disputes through the PayPal APIs.

Fetch TikTok video metadata, subtitles and engagement stats.

Runs allow-listed shell commands with timeouts and an audit log.

Ask questions about a .pcap and get answers backed by tshark output.

Query StarRocks and inspect its catalogs and tables.

Parses PDFs and scans into structured markdown with tables and formulas.

Extracts structured records from pages using natural-language field queries.

Quotes, fundamentals and history pulled from Yahoo Finance.

Trigger DAGs and inspect run state through the Airflow REST API.

Search, news, crawl and sitemap tools behind one hosted endpoint.

Offline API documentation lookups through the Dash docs browser on macOS.

Search PubMed and pull abstracts and metadata for biomedical literature.

Fetch and manage prompts stored in Langfuse prompt management.

Build from source — see the repository for setup.

Managed scraping and SERP APIs with CAPTCHA and proxy handling.

Triggers Make scenarios and returns their output to the agent.

Browse Zotero collections and pull reference metadata.

Manage Kafka topics, connectors and Confluent Cloud resources.

Vector and hybrid search over Weaviate collections.

Build from source — see the repository for setup.

Structured SERP data from Google, Bing, Baidu and other engines.

Query Logfire traces, metrics and exceptions with SQL-like filters.

Current Svelte and SvelteKit documentation, served for agents.

Taskade projects, tasks and agents, plus OpenAPI-to-MCP codegen.

Atomic linked notes following the Zettelkasten method.

Build from source — see the repository for setup.

Search Docker Hub, inspect image tags and read repository metadata.

Build from source — see the repository for setup.

Runs generated JavaScript in a disposable Docker container.

List, create and complete Google Tasks items.

Build from source — see the repository for setup.

Repos, pipelines and work items on Alibaba Cloud Yunxiao.

Run cross-browser and real-device tests on BrowserStack from an agent.

Shodan host lookups, DNS records and CVE intelligence.

Read-only SQL and schema inspection over BigQuery datasets.

Tasks, projects and comments through the Asana API.

Private and public market research across filings, deals and transcripts.

Read history, diff, stage and commit inside a local Git repository.

Give the model a scratchpad for multi-step reasoning it can revise as it goes.

Current time and timezone conversion, so the model stops guessing dates.

Exercises every MCP feature at once — the server to test a client against.

Fetch a URL and hand back the page as markdown instead of raw HTML.

Hosted server for PostHog analytics, session replays, flags and error tracking.

Persist facts as a knowledge graph so context survives between sessions.

Hosted memory layer that extracts and recalls durable facts across sessions.

Read, write, move and search files inside directories you explicitly allow.